Lyft Engineering

APRIL 25, 2023

Building a large scale unsupervised model anomaly detection system — Part 2 Building ML Models with Observability at Scale By Rajeev Prabhakar , Han Wang , Anindya Saha Photo by Octavian Rosca on Unsplash In our previous blog we discussed the different challenges we faced for model monitoring and our strategy for addressing some of these problems.

Systems 75

Systems Building Machine Learning Datasets 75

DataKitchen

MAY 10, 2024

This blog post introduces five critical use cases for data observability, each pivotal in maintaining the integrity and usability of data throughout its journey in any enterprise. Production During the production cycle, it’s crucial to oversee processes involving multiple tools and datasets, such as dashboard production or warehouse building.

Data Ingestion 56

Data Ingestion Datasets Data Coding 56

Christophe Blefari

APRIL 5, 2024

On my side I'll talk about Apache Superset and what you can do to build a complete application with it. ❤️ Building open data portals in 2024 — David open-source a end-to-end framework to build open data portals. When is the data model finished? — Spoiler: a data model is never finished.

SQL 130

SQL Data Python Datasets 130

ProjectPro

NOVEMBER 17, 2021

Instead, working on a sentiment analysis project with real datasets will help you stand out in job applications and improve your chances of receiving a call back from your dream company. Building a portfolio of projects will give you the hands-on experience and skills required for performing sentiment analysis.

Coding 52

Coding Project Entertainment Datasets 52

DataKitchen

MAY 10, 2024

The Five Use Cases in Data Observability: Fast, Safe Development and Deployment (#4) Introduction The integrity and functionality of new code, tools, and configurations during the development and deployment stages are crucial. What Code Is In What Environment? Is There A Particular Developer That Is Promoting Buggy Code?

Data Ingestion 49

Data Ingestion Datasets Coding Data 49

Data Engineering Weekly

APRIL 7, 2024

EvalPlus builds a leadership board to demonstrate the efficiency of leading AI coder models. link] Pinterest: How we built Text-to-SQL at Pinterest Last week Intuit shared its key learning building Text 2 SQL , and Pinterest publishes the tech deep dive on how its internal Text2SQL work. What will the future of software engineers be?

Data Engineering 70

Data Engineering Data Engineer Engineering Unstructured Data 70

DataKitchen

DECEMBER 9, 2022

This can help organizations to build trust in their data-related workflows, and to drive better outcomes from their data analytics and machine learning initiatives. This can help organizations to build trust in their data-related workflows, and to drive better outcomes from their data analytics and machine learning initiatives.

Machine Learning 52

Machine Learning Data Preparation Government Data Analytics 52

ProjectPro

AUGUST 16, 2021

In this blog, you will find a list of interesting data mining projects that beginners and professionals can use. Please don’t think twice about scrolling down if you are looking for data mining projects ideas with source code. The dataset has three files, namely features_data, sales_data, and stores_data.

Data Mining 40

Data Mining Coding Project Datasets 40

DataKitchen

MAY 10, 2024

Overseeing multi-tool, multi-dataset, and multi-hop data processes ensures high-quality outputs. The Third of Five Use Cases in Data Observability Data Evaluation: This involves evaluating and cleansing new datasets before being added to production. Does the data maintain integrity without conflicting with other datasets?

Raw Data 49

Raw Data Data Ingestion Datasets Data 49

RandomTrees

FEBRUARY 2, 2024

Datagpt creates code for data pipelines and transformations. Generate Code: DataGPT creates code for data pipelines and schema definition. Cohere Cohere helps in building powerful and secure applications and helps in searching, understanding, and translating text. It is the first AI-powered conversational data analyst.

Data Engineering 52

Data Engineering Data Engineer Engineering Data Pipeline 52

Edureka

APRIL 24, 2024

Getting Trained on Data: To perform any task, first, the generative AI models need to be trained on massive datasets of existing content. This data can be retrieved from anything – books, blogs, pictures or images. is a good example that allows game developers to build game worlds using text descriptions.

Pharmaceutical 52

Pharmaceutical Manufacturing Datasets Algorithm 52

DataKitchen

MAY 10, 2024

This blog post explores the challenges and solutions associated with data ingestion monitoring, focusing on the unique capabilities of DataKitchen’s Open Source Data Observability software.

Data Ingestion 52

Data Ingestion Transportation High Quality Data Data Schemas 52

Knowledge Hut

OCTOBER 29, 2023

However, a good way of learning the same is to build a project and understand real-world use cases. This blog helps understand the top 10 Azure projects one can use for learning and understanding Azure services. To build the project: Download the dataset and keep it ready for use. Top Azure Project Ideas for Beginners 1.

Project 52

Project Hospitality Food Datasets 52

Netflix Tech

NOVEMBER 13, 2023

In this blog post, we will introduce speech and music detection as an enabling technology for a variety of audio applications in Film & TV, as well as introduce our speech and music activity detection (SMAD) system which we recently published as a journal article in EURASIP Journal on Audio, Speech, and Music Processing.

Datasets 89

Datasets Metadata Algorithm Architecture 89

Knowledge Hut

APRIL 26, 2024

The older applications are complex and require a large amount of code to be written, whereas ML helps make applications with fewer code , written in a universal ML language that can be better understood by developers who can make the application richer by adding more to it. They are also called memory-based algorithm s.

Machine Learning 98

Machine Learning Algorithm Deep Learning Programming Language 98

Knowledge Hut

JANUARY 24, 2024

This blog offers an exclusive glimpse into the daily rituals, challenges, and moments of triumph that punctuate the professional journey of a data scientist. The primary objective of a data scientist is to analyze complex datasets to uncover patterns, trends, and valuable information that can aid in informed decision-making.

Database-centric 52

Database-centric Data Science Machine Learning Datasets 52

Workfall

FEBRUARY 28, 2023

Reading Time: 13 minutes Everyone is chatting about ChatGPT, an OpenAI programme that can write prose, poetry, and even computer code, just like a human. In this blog, we will cover: What Is ChatGPT? It is trained on a massive dataset of text from the internet, which includes books, articles, and websites. Who Can Use ChatGPT?

Datasets 62

Datasets Coding Algorithm Technology 62

Knowledge Hut

NOVEMBER 27, 2023

It is known that people from diverse backgrounds with zero experience turn out to be good data scientists in just a year through learning smart coding. In fact, you reading this blog is also being recorded as an instance of data in some digital storage. You should also think about what kind of Data is interesting for you.

Data Science 97

Data Science Healthcare Machine Learning Telecommunication 97

Christophe Blefari

DECEMBER 31, 2023

He's written 17 great HR / team building tips—but they have nothing to do with the drama we're all living for. Building applications with real-time stable diffusion APIs — fal, has written a great article about how you can use WebSockets in Javascript to interact in real-time with a Python backend and stable diffusion.

Data 100

Data Cloud Storage Datasets Python 100

Knowledge Hut

OCTOBER 26, 2023

In this blog, we'll explore a curated selection of beginner-friendly machine learning projects that will not only help you grasp the fundamentals but also inspire your passion for this ever-evolving technology. It includes the UCI machine learning repository and dataset.

Machine Learning 52

Machine Learning Project Datasets Algorithm 52

Cloudera

AUGUST 3, 2022

The challenges of arbitrary code execution notwithstanding, there have been attempts to provide a stronger security model but with mixed results. This limited usage of Spark at security-conscious customers, as they were unable to leverage its rich APIs such as SparkSQL and Dataframe constructs to build complex and scalable pipelines. .

Datasets 85

Datasets BI Machine Learning Accessible 85

U-Next

MARCH 1, 2023

You can find many Artificial Intelligence applications in this blog that you can use as project ideas for your academic assignments or personal growth. The following are the AI project ideas for beginners, easily fitting into the top 10 Artificial Intelligence projects with source code in Python. Let’s get started on this.

Project 96

Project Medical Banking Healthcare 96

Knowledge Hut

DECEMBER 28, 2023

Hadoop is a popular open-source framework that stores and processes large datasets in a distributed manner. Organizations are increasingly interested in Hadoop to gain insights and a competitive advantage from their massive datasets. Hadoop is widely used because it can store and analyze large datasets in a decentralized manner.

Hadoop 52

Hadoop Project Datasets Big Data 52

Cloudera

NOVEMBER 30, 2022

CDP Operational Database enables developers to quickly build future-proof applications that are architected to handle data evolution. We have divided the “ Transaction Support in Cloudera Operational Database (COD)” blog into two parts. Git link for the example code : [link]. var dataSet = List(Row(1, "1", 1), Row(2, "2", 2)).

Database 79

Database Datasets NoSQL Big Data 79

Scott Logic

JANUARY 9, 2024

Build your first machine learning model in Python The exercise in this course resemble that of the course above but it goes a little bit deeper into the different ML models (Linear Regression, Random Forest) on a quantitative data. The below courses adopt an interesting approach that consists in building their custom implementations.

Deep Learning 52

Deep Learning Python Machine Learning Entertainment 52

Data Engineering Weekly

MARCH 19, 2023

Contribute to the Rudderstack Transformations Library, Win $1000 RudderStack Transformations lets you customize event data in real time with your own JavaScript or Python code. The blog discusses implementing Type-2 SCD modeling and strategies to generate surrogate keys and bridge tables to handle many-to-many relationships.

Data Engineering 57

Data Engineering Data Engineer Engineering Media 57

Cloudera

DECEMBER 19, 2023

Also, while agencies view embracing AI as a strategic imperative that will enable them to accelerate the mission, they also face the challenge of finding readily available talent and resources to build AI solutions. Improve dataset quality. Build public trust through education on AI. Limit access and capabilities initially.

Government 86

Government Education Unstructured Data Datasets 86

Knowledge Hut

DECEMBER 22, 2023

This blog offers a comprehensive explanation of the data skills you must acquire, the top data science online courses , career paths in data science, and how to create a portfolio to become a data scientist. Learn how to work with big data technologies to process and analyze large datasets.

Portfolio 98

Portfolio Data Science Programming Language Scala 98

Workfall

JULY 4, 2023

Reading Time: 8 minutes In the world of data engineering, a mighty tool called DBT (Data Build Tool) comes to the rescue of modern data workflows. Imagine a grand library within the castle, filled with books representing different datasets. Keeping them in a separate directory makes it easier to locate and manage analysis-related code.

Data Warehouse 69

Data Warehouse SQL PostgreSQL Database 69

Cloudera

JUNE 3, 2022

Data scientists and machine learning engineers in enterprise organizations need to fully understand their data in order to properly analyze it, build models, and power machine learning use cases across their business. Data scientists can build complex dashboards to share their exploration results with their teams and business stakeholders.

Data Analysis 88

Data Analysis PostgreSQL Data Science SQL 88

ProjectPro

FEBRUARY 6, 2023

This blog discusses the skill requirements, roles and responsibilities, and salary outlook for a data analytics engineer to help you make the right decision. A data analytics engineer commonly uses these skills to build effective software for visualizing and reporting complex data.

Data Analytics 52

Data Analytics Engineering IT Computer Science 52

Workfall

AUGUST 8, 2023

It uses different colors to represent the magnitude of values, making it easy to identify patterns and trends within complex datasets. In this blog, we will cover: What is a Heatmap Chart? It is particularly useful for visualizing the distribution and density of data points in a dataset. Why Heatmap Charts?

Datasets 52

Datasets Finance Coding Data Analysis 52

Cloudera

MARCH 21, 2022

Doing all these takes time and resources away from the exciting work: building AI Applications. Data Scientists can copy a code snippet for their selected Connection and use it directly in their code. Data Scientists can copy a code snippet for their selected Connection and use it directly in their code.

Machine Learning 79

Machine Learning Data Science Data Datasets 79

Knowledge Hut

MARCH 26, 2024

In this blog post, I have shared 30 carefully curated prompts catering to various industries. By offering a diverse array of prompts, this blog post aims to provide valuable resources for professionals seeking to enhance their writing skills or generate fresh ideas within their respective industries. accessibility guidelines.

Media 52

Media Finance Medical Healthcare 52

Knowledge Hut

NOVEMBER 27, 2023

The life of a data scientist involves getting neck-deep into huge datasets, analyzing them, processing them, learning new aspects and making novel discoveries from a business perspective. Data Science revolves around big datasets but many a times, data is not of the quality that is required to take decisions.

Data Science 52

Data Science Datasets Machine Learning Algorithm 52

Knowledge Hut

NOVEMBER 28, 2023

Whether you are working on a personal project, learning the concepts, or working with datasets for your company, the primary focus is a data acquisition and data understanding. In this article, we will look at 31 different places to find free datasets for data science projects. What is a Data Science Dataset?

Datasets 96

Datasets Data Science Project Banking 96

Striim

NOVEMBER 8, 2023

In this article, we will explore the advantages and limitations of data mesh, while also providing best practices for building and optimizing a data mesh with Striim. A data mesh is technology-agnostic and underpins four main principles described in-depth in this blog post by Zhamak Dehghani.

Architecture 52

Architecture Generalist Government Datasets 52